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publications
Detecting the Simultaneous Occurrence of Strawberry Fungal Leaf Diseases with a Deep Normalized CNN
Published in ICMLT 2022, 2022
A deep learning approach for detecting multiple strawberry fungal leaf diseases.
Recommended citation: Kerre, D., & Muchiri, H. (2022). "Detecting the Simultaneous Occurrence of Strawberry Fungal Leaf Diseases with a Deep Normalized CNN." In 2022 7th International Conference on Machine Learning Technologies, ACM, pp. 147-154.
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A Text Mining Pipeline for Mining the Quantum Cascade Laser Properties
Published in ADBIS 2023, 2023
A text mining pipeline for extracting quantum cascade laser properties from scientific literature.
Recommended citation: Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2023). "A Text Mining Pipeline for Mining the Quantum Cascade Laser Properties." In European Conference on Advances in Databases and Information Systems (ADBIS 2023), pp. 393-406.
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A Concise Ontological Model of the Design and Optoelectronic Properties in the Quantum Cascade Laser Domain
Published in Semantic Web, 2025
A concise ontological model for representing design and optoelectronic properties in the quantum cascade laser domain.
Recommended citation: Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). "A Concise Ontological Model of the Design and Optoelectronic Properties in the Quantum Cascade Laser Domain." Semantic Web, 16(4), 22104968251359870.
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An Instruction Dataset for Extraction of the Quantum Cascade Laser Properties from Text
Published in Data in Brief, 2025
An instruction dataset for extracting quantum cascade laser properties from scientific text.
Recommended citation: Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). "An Instruction Dataset for Extraction of the Quantum Cascade Laser Properties from Text." Data in Brief, 58, 111255.
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Semantic Enrichment of the Quantum Cascade Laser Properties in Text: A Knowledge Graph Generation Approach
Published in LLM-TEXT2KG 2025 Workshop, ESWC 2025, 2025
A knowledge graph generation approach for semantic enrichment of quantum cascade laser properties extracted from text.
Recommended citation: Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). "Semantic Enrichment of the Quantum Cascade Laser Properties in Text: A Knowledge Graph Generation Approach." In LLM-TEXT2KG 2025: 4th International Workshop on LLM-Integrated Knowledge Graph Generation from Text, pp. 68-89.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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